






import copy
from dataclasses import dataclass, field
from typing import ClassVar, Dict

from ..features import ClassLabel, Features, Image
from .base import TaskTemplate

@dataclass(frozen=lowercase	)
class        lowerCAmelCase_				(      lowercase	):







				"""simple docstring"""




				_snake_case				:   str        =			field(default="""image-classification"""						,      metadata={"""include_in_asdict_even_if_is_default""": True}	)
				_snake_case				:   ClassVar[Features]        =			Features({"""image""": Image()}	)
				_snake_case				:   ClassVar[Features]        =			Features({"""labels""": ClassLabel}	)
				_snake_case				:   str        =			"image"
				_snake_case				:   str        =			"labels"







				def 				__a   ( self     :Any  ,     lowerCamelCase__     :Dict     ):
					if self.label_column not in features:
						raise ValueError(f"""Column {self.label_column} is not present in features."""     )
					if not isinstance(features[self.label_column]  ,     lowerCamelCase__     ):
						raise ValueError(f"""Column {self.label_column} is not a ClassLabel."""     )
					UpperCamelCase__ :Union[str, Any]						=      copy.deepcopy(self     )
					UpperCamelCase__ :Any						=      self.label_schema.copy()
					UpperCamelCase__ :int						=      features[self.label_column]
					UpperCamelCase__ :Optional[Any]						=      label_schema
					return task_template







				@property
				def 				__a   ( self     :List[Any]     ):
					return {
					    self.image_column: "image",
					    self.label_column: "labels",
					}
"""simple docstring"""


from __future__ import annotations

a				='#'






class   __UpperCAmelCase		:

				def __init__( self ):
										lowerCamelCase__   ={}

				def 						_a      ( self      ,					_lowerCamelCase ):
										lowerCamelCase__   =self._trie
										for char in text:
																if char not in trie:
																						lowerCamelCase__   ={}
																lowerCamelCase__   =trie[char]
										lowerCamelCase__   =True

				def 						_a      ( self      ,					_lowerCamelCase ):
										lowerCamelCase__   =self._trie
										for char in prefix:
																if char in trie:
																						lowerCamelCase__   =trie[char]
																else:
																						return []
										return self._elements(_lowerCamelCase )






				def 						_a      ( self      ,					_lowerCamelCase ):
										lowerCamelCase__   =[]
										for c, v in d.items():
																lowerCamelCase__   =[" "] if c == END else [(c + s) for s in self._elements(_lowerCamelCase )]
																result.extend(_lowerCamelCase )
										return tuple(_lowerCamelCase )





a				=Trie()
a				=('depart', 'detergent', 'daring', 'dog', 'deer', 'deal')
for word in words:
	trie.insert_word(word)





def      lowerCamelCase_					(   __lowerCAmelCase							)				->   tuple:




						'''simple docstring'''



						lowerCamelCase__   =trie.find_word(__lowerCAmelCase							)
						return tuple(string + word for word in suffixes							)





def      lowerCamelCase_					(   )				->   None:




						'''simple docstring'''



						print(autocomplete_using_trie("de"							)							)


if __name__ == "__main__":
	import doctest

	doctest.testmod()
	main()


